Overview
Dataset statistics
| Number of variables | 15 |
|---|---|
| Number of observations | 243 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 28.6 KiB |
| Average record size in memory | 120.5 B |
Variable types
| Numeric | 11 |
|---|---|
| Categorical | 4 |
year has constant value "2012" | Constant |
BUI is highly overall correlated with Classes and 8 other fields | High correlation |
Classes is highly overall correlated with BUI and 6 other fields | High correlation |
DC is highly overall correlated with BUI and 7 other fields | High correlation |
DMC is highly overall correlated with BUI and 9 other fields | High correlation |
FFMC is highly overall correlated with BUI and 8 other fields | High correlation |
FWI is highly overall correlated with BUI and 8 other fields | High correlation |
ISI is highly overall correlated with BUI and 8 other fields | High correlation |
RH is highly overall correlated with DMC and 4 other fields | High correlation |
Rain is highly overall correlated with BUI and 5 other fields | High correlation |
Temperature is highly overall correlated with BUI and 7 other fields | High correlation |
day is highly overall correlated with BUI and 1 other fields | High correlation |
Rain has 133 (54.7%) zeros | Zeros |
ISI has 4 (1.6%) zeros | Zeros |
FWI has 9 (3.7%) zeros | Zeros |
Reproduction
| Analysis started | 2026-01-25 12:29:25.218614 |
|---|---|
| Analysis finished | 2026-01-25 12:29:41.647217 |
| Duration | 16.43 seconds |
| Software version | ydata-profiling vv4.18.1 |
| Download configuration | config.json |
Variables
day
Real number (ℝ)
High correlation
| Distinct | 31 |
|---|---|
| Distinct (%) | 12.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.761317 |
| Minimum | 1 |
|---|---|
| Maximum | 31 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.0 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 8 |
| median | 16 |
| Q3 | 23 |
| 95-th percentile | 29 |
| Maximum | 31 |
| Range | 30 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 8.8425522 |
|---|---|
| Coefficient of variation (CV) | 0.56102877 |
| Kurtosis | -1.2056 |
| Mean | 15.761317 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 0.00036459881 |
| Sum | 3830 |
| Variance | 78.190729 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=31)
| Value | Count | Frequency (%) |
| 1 | 8 | 3.3% |
| 2 | 8 | 3.3% |
| 3 | 8 | 3.3% |
| 4 | 8 | 3.3% |
| 5 | 8 | 3.3% |
| 6 | 8 | 3.3% |
| 7 | 8 | 3.3% |
| 8 | 8 | 3.3% |
| 9 | 8 | 3.3% |
| 10 | 8 | 3.3% |
| Other values (21) | 163 |
| Value | Count | Frequency (%) |
| 1 | 8 | |
| 2 | 8 | |
| 3 | 8 | |
| 4 | 8 | |
| 5 | 8 | |
| 6 | 8 | |
| 7 | 8 | |
| 8 | 8 | |
| 9 | 8 | |
| 10 | 8 |
| Value | Count | Frequency (%) |
| 31 | 4 | |
| 30 | 8 | |
| 29 | 8 | |
| 28 | 8 | |
| 27 | 8 | |
| 26 | 8 | |
| 25 | 8 | |
| 24 | 8 | |
| 23 | 8 | |
| 22 | 8 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 6 |
|---|---|
| 2nd row | 6 |
| 3rd row | 6 |
| 4th row | 6 |
| 5th row | 6 |
Common Values
| Value | Count | Frequency (%) |
| 8 | 62 | |
| 7 | 61 | |
| 6 | 60 | |
| 9 | 60 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 8 | 62 | |
| 7 | 61 | |
| 6 | 60 | |
| 9 | 60 |
Most occurring characters
| Value | Count | Frequency (%) |
| 8 | 62 | |
| 7 | 61 | |
| 6 | 60 | |
| 9 | 60 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 243 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 8 | 62 | |
| 7 | 61 | |
| 6 | 60 | |
| 9 | 60 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 243 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 8 | 62 | |
| 7 | 61 | |
| 6 | 60 | |
| 9 | 60 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 243 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 8 | 62 | |
| 7 | 61 | |
| 6 | 60 | |
| 9 | 60 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2012 |
|---|---|
| 2nd row | 2012 |
| 3rd row | 2012 |
| 4th row | 2012 |
| 5th row | 2012 |
Common Values
| Value | Count | Frequency (%) |
| 2012 | 243 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2012 | 243 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 486 | |
| 0 | 243 | |
| 1 | 243 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 972 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 2 | 486 | |
| 0 | 243 | |
| 1 | 243 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 972 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 2 | 486 | |
| 0 | 243 | |
| 1 | 243 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 972 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 2 | 486 | |
| 0 | 243 | |
| 1 | 243 |
Temperature
Real number (ℝ)
High correlation
| Distinct | 19 |
|---|---|
| Distinct (%) | 7.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 32.152263 |
| Minimum | 22 |
|---|---|
| Maximum | 42 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.0 KiB |
Quantile statistics
| Minimum | 22 |
|---|---|
| 5-th percentile | 26 |
| Q1 | 30 |
| median | 32 |
| Q3 | 35 |
| 95-th percentile | 37.9 |
| Maximum | 42 |
| Range | 20 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 3.6280395 |
|---|---|
| Coefficient of variation (CV) | 0.11283932 |
| Kurtosis | -0.14141446 |
| Mean | 32.152263 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -0.19132733 |
| Sum | 7813 |
| Variance | 13.16267 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=19)
| Value | Count | Frequency (%) |
| 35 | 29 | |
| 31 | 25 | |
| 34 | 24 | |
| 33 | 23 | |
| 30 | 22 | |
| 36 | 21 | |
| 32 | 21 | |
| 29 | 18 | |
| 28 | 15 | |
| 27 | 8 | 3.3% |
| Other values (9) | 37 |
| Value | Count | Frequency (%) |
| 22 | 2 | 0.8% |
| 24 | 3 | 1.2% |
| 25 | 6 | 2.5% |
| 26 | 5 | 2.1% |
| 27 | 8 | 3.3% |
| 28 | 15 | |
| 29 | 18 | |
| 30 | 22 | |
| 31 | 25 | |
| 32 | 21 |
| Value | Count | Frequency (%) |
| 42 | 1 | 0.4% |
| 40 | 3 | 1.2% |
| 39 | 6 | 2.5% |
| 38 | 3 | 1.2% |
| 37 | 8 | 3.3% |
| 36 | 21 | |
| 35 | 29 | |
| 34 | 24 | |
| 33 | 23 | |
| 32 | 21 |
RH
Real number (ℝ)
High correlation
| Distinct | 62 |
|---|---|
| Distinct (%) | 25.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 62.041152 |
| Minimum | 21 |
|---|---|
| Maximum | 90 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.0 KiB |
Quantile statistics
| Minimum | 21 |
|---|---|
| 5-th percentile | 37 |
| Q1 | 52.5 |
| median | 63 |
| Q3 | 73.5 |
| 95-th percentile | 86 |
| Maximum | 90 |
| Range | 69 |
| Interquartile range (IQR) | 21 |
Descriptive statistics
| Standard deviation | 14.82816 |
|---|---|
| Coefficient of variation (CV) | 0.23900523 |
| Kurtosis | -0.50894281 |
| Mean | 62.041152 |
| Median Absolute Deviation (MAD) | 11 |
| Skewness | -0.24279046 |
| Sum | 15076 |
| Variance | 219.87433 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 64 | 10 | 4.1% |
| 55 | 10 | 4.1% |
| 78 | 8 | 3.3% |
| 54 | 8 | 3.3% |
| 58 | 8 | 3.3% |
| 73 | 7 | 2.9% |
| 80 | 7 | 2.9% |
| 66 | 7 | 2.9% |
| 68 | 7 | 2.9% |
| 65 | 7 | 2.9% |
| Other values (52) | 164 |
| Value | Count | Frequency (%) |
| 21 | 1 | 0.4% |
| 24 | 1 | 0.4% |
| 26 | 1 | 0.4% |
| 29 | 1 | 0.4% |
| 31 | 1 | 0.4% |
| 33 | 2 | |
| 34 | 3 | |
| 35 | 1 | 0.4% |
| 36 | 1 | 0.4% |
| 37 | 3 |
| Value | Count | Frequency (%) |
| 90 | 1 | 0.4% |
| 89 | 3 | |
| 88 | 3 | |
| 87 | 4 | |
| 86 | 3 | |
| 84 | 2 | 0.8% |
| 83 | 1 | 0.4% |
| 82 | 3 | |
| 81 | 6 | |
| 80 | 7 |
Ws
Real number (ℝ)
| Distinct | 18 |
|---|---|
| Distinct (%) | 7.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.493827 |
| Minimum | 6 |
|---|---|
| Maximum | 29 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.0 KiB |
Quantile statistics
| Minimum | 6 |
|---|---|
| 5-th percentile | 11 |
| Q1 | 14 |
| median | 15 |
| Q3 | 17 |
| 95-th percentile | 20 |
| Maximum | 29 |
| Range | 23 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 2.8113853 |
|---|---|
| Coefficient of variation (CV) | 0.18145196 |
| Kurtosis | 2.6217035 |
| Mean | 15.493827 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.55558584 |
| Sum | 3765 |
| Variance | 7.9038874 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=18)
| Value | Count | Frequency (%) |
| 14 | 43 | |
| 15 | 40 | |
| 13 | 30 | |
| 17 | 28 | |
| 16 | 27 | |
| 18 | 25 | |
| 19 | 15 | 6.2% |
| 21 | 8 | 3.3% |
| 11 | 7 | 2.9% |
| 12 | 7 | 2.9% |
| Other values (8) | 13 | 5.3% |
| Value | Count | Frequency (%) |
| 6 | 1 | 0.4% |
| 8 | 1 | 0.4% |
| 9 | 2 | 0.8% |
| 10 | 3 | 1.2% |
| 11 | 7 | 2.9% |
| 12 | 7 | 2.9% |
| 13 | 30 | |
| 14 | 43 | |
| 15 | 40 | |
| 16 | 27 |
| Value | Count | Frequency (%) |
| 29 | 1 | 0.4% |
| 26 | 1 | 0.4% |
| 22 | 2 | 0.8% |
| 21 | 8 | 3.3% |
| 20 | 2 | 0.8% |
| 19 | 15 | 6.2% |
| 18 | 25 | |
| 17 | 28 | |
| 16 | 27 | |
| 15 | 40 |
Rain
Real number (ℝ)
High correlation Zeros
| Distinct | 39 |
|---|---|
| Distinct (%) | 16.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.76296296 |
| Minimum | 0 |
|---|---|
| Maximum | 16.8 |
| Zeros | 133 |
| Zeros (%) | 54.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.5 |
| 95-th percentile | 4.37 |
| Maximum | 16.8 |
| Range | 16.8 |
| Interquartile range (IQR) | 0.5 |
Descriptive statistics
| Standard deviation | 2.0032068 |
|---|---|
| Coefficient of variation (CV) | 2.6255623 |
| Kurtosis | 25.822987 |
| Mean | 0.76296296 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.5686298 |
| Sum | 185.4 |
| Variance | 4.0128375 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=39)
| Value | Count | Frequency (%) |
| 0 | 133 | |
| 0.1 | 18 | 7.4% |
| 0.2 | 11 | 4.5% |
| 0.3 | 10 | 4.1% |
| 0.4 | 8 | 3.3% |
| 0.7 | 6 | 2.5% |
| 0.6 | 6 | 2.5% |
| 0.5 | 5 | 2.1% |
| 1.8 | 3 | 1.2% |
| 1.1 | 3 | 1.2% |
| Other values (29) | 40 | 16.5% |
| Value | Count | Frequency (%) |
| 0 | 133 | |
| 0.1 | 18 | 7.4% |
| 0.2 | 11 | 4.5% |
| 0.3 | 10 | 4.1% |
| 0.4 | 8 | 3.3% |
| 0.5 | 5 | 2.1% |
| 0.6 | 6 | 2.5% |
| 0.7 | 6 | 2.5% |
| 0.8 | 2 | 0.8% |
| 0.9 | 1 | 0.4% |
| Value | Count | Frequency (%) |
| 16.8 | 1 | |
| 13.1 | 1 | |
| 10.1 | 1 | |
| 8.7 | 1 | |
| 8.3 | 1 | |
| 7.2 | 1 | |
| 6.5 | 1 | |
| 6 | 1 | |
| 5.8 | 1 | |
| 4.7 | 1 |
FFMC
Real number (ℝ)
High correlation
| Distinct | 173 |
|---|---|
| Distinct (%) | 71.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 77.842387 |
| Minimum | 28.6 |
|---|---|
| Maximum | 96 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.0 KiB |
Quantile statistics
| Minimum | 28.6 |
|---|---|
| 5-th percentile | 47.13 |
| Q1 | 71.85 |
| median | 83.3 |
| Q3 | 88.3 |
| 95-th percentile | 92.19 |
| Maximum | 96 |
| Range | 67.4 |
| Interquartile range (IQR) | 16.45 |
Descriptive statistics
| Standard deviation | 14.349641 |
|---|---|
| Coefficient of variation (CV) | 0.18434226 |
| Kurtosis | 1.040087 |
| Mean | 77.842387 |
| Median Absolute Deviation (MAD) | 5.8 |
| Skewness | -1.3201301 |
| Sum | 18915.7 |
| Variance | 205.9122 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 88.9 | 7 | 2.9% |
| 89.4 | 5 | 2.1% |
| 89.3 | 4 | 1.6% |
| 85.4 | 4 | 1.6% |
| 89.1 | 4 | 1.6% |
| 88.1 | 3 | 1.2% |
| 78.3 | 3 | 1.2% |
| 47.4 | 3 | 1.2% |
| 88.3 | 3 | 1.2% |
| 79.9 | 3 | 1.2% |
| Other values (163) | 204 |
| Value | Count | Frequency (%) |
| 28.6 | 1 | |
| 30.5 | 1 | |
| 36.1 | 1 | |
| 37.3 | 1 | |
| 37.9 | 1 | |
| 40.9 | 1 | |
| 41.1 | 1 | |
| 42.6 | 1 | |
| 44.9 | 1 | |
| 45 | 1 |
| Value | Count | Frequency (%) |
| 96 | 1 | |
| 94.3 | 1 | |
| 94.2 | 1 | |
| 93.9 | 2 | |
| 93.8 | 1 | |
| 93.7 | 1 | |
| 93.3 | 1 | |
| 93 | 1 | |
| 92.5 | 2 | |
| 92.2 | 2 |
DMC
Real number (ℝ)
High correlation
| Distinct | 165 |
|---|---|
| Distinct (%) | 67.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14.680658 |
| Minimum | 0.7 |
|---|---|
| Maximum | 65.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.0 KiB |
Quantile statistics
| Minimum | 0.7 |
|---|---|
| 5-th percentile | 1.9 |
| Q1 | 5.8 |
| median | 11.3 |
| Q3 | 20.8 |
| 95-th percentile | 41.04 |
| Maximum | 65.9 |
| Range | 65.2 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 12.39304 |
|---|---|
| Coefficient of variation (CV) | 0.84417465 |
| Kurtosis | 2.462551 |
| Mean | 14.680658 |
| Median Absolute Deviation (MAD) | 6.9 |
| Skewness | 1.5229829 |
| Sum | 3567.4 |
| Variance | 153.58743 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 7.9 | 5 | 2.1% |
| 12.5 | 4 | 1.6% |
| 1.9 | 4 | 1.6% |
| 2.5 | 3 | 1.2% |
| 3.4 | 3 | 1.2% |
| 2.6 | 3 | 1.2% |
| 3 | 3 | 1.2% |
| 1.3 | 3 | 1.2% |
| 5.8 | 3 | 1.2% |
| 4.6 | 3 | 1.2% |
| Other values (155) | 209 |
| Value | Count | Frequency (%) |
| 0.7 | 1 | 0.4% |
| 0.9 | 2 | |
| 1.1 | 2 | |
| 1.2 | 1 | 0.4% |
| 1.3 | 3 | |
| 1.7 | 1 | 0.4% |
| 1.9 | 4 | |
| 2.1 | 1 | 0.4% |
| 2.2 | 2 | |
| 2.4 | 1 | 0.4% |
| Value | Count | Frequency (%) |
| 65.9 | 1 | |
| 61.3 | 1 | |
| 56.3 | 1 | |
| 54.2 | 1 | |
| 51.3 | 1 | |
| 50.2 | 1 | |
| 47 | 1 | |
| 46.6 | 1 | |
| 46.1 | 1 | |
| 45.6 | 1 |
DC
Real number (ℝ)
High correlation
| Distinct | 197 |
|---|---|
| Distinct (%) | 81.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 49.430864 |
| Minimum | 6.9 |
|---|---|
| Maximum | 220.4 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.0 KiB |
Quantile statistics
| Minimum | 6.9 |
|---|---|
| 5-th percentile | 7.6 |
| Q1 | 12.35 |
| median | 33.1 |
| Q3 | 69.1 |
| 95-th percentile | 158.94 |
| Maximum | 220.4 |
| Range | 213.5 |
| Interquartile range (IQR) | 56.75 |
Descriptive statistics
| Standard deviation | 47.665606 |
|---|---|
| Coefficient of variation (CV) | 0.96428834 |
| Kurtosis | 1.5964668 |
| Mean | 49.430864 |
| Median Absolute Deviation (MAD) | 23.9 |
| Skewness | 1.4734602 |
| Sum | 12011.7 |
| Variance | 2272.01 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 8 | 5 | 2.1% |
| 7.8 | 4 | 1.6% |
| 8.3 | 4 | 1.6% |
| 7.6 | 4 | 1.6% |
| 8.4 | 4 | 1.6% |
| 7.5 | 4 | 1.6% |
| 8.2 | 4 | 1.6% |
| 17 | 3 | 1.2% |
| 10 | 2 | 0.8% |
| 7.4 | 2 | 0.8% |
| Other values (187) | 207 |
| Value | Count | Frequency (%) |
| 6.9 | 1 | 0.4% |
| 7 | 2 | |
| 7.1 | 1 | 0.4% |
| 7.3 | 2 | |
| 7.4 | 2 | |
| 7.5 | 4 | |
| 7.6 | 4 | |
| 7.7 | 2 | |
| 7.8 | 4 | |
| 7.9 | 1 | 0.4% |
| Value | Count | Frequency (%) |
| 220.4 | 1 | |
| 210.4 | 1 | |
| 200.2 | 1 | |
| 190.6 | 1 | |
| 181.3 | 1 | |
| 180.4 | 1 | |
| 177.3 | 1 | |
| 171.3 | 1 | |
| 168.2 | 1 | |
| 167.2 | 1 |
ISI
Real number (ℝ)
High correlation Zeros
| Distinct | 106 |
|---|---|
| Distinct (%) | 43.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.7423868 |
| Minimum | 0 |
|---|---|
| Maximum | 19 |
| Zeros | 4 |
| Zeros (%) | 1.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.3 |
| Q1 | 1.4 |
| median | 3.5 |
| Q3 | 7.25 |
| 95-th percentile | 13.38 |
| Maximum | 19 |
| Range | 19 |
| Interquartile range (IQR) | 5.85 |
Descriptive statistics
| Standard deviation | 4.1542338 |
|---|---|
| Coefficient of variation (CV) | 0.87597954 |
| Kurtosis | 0.86232522 |
| Mean | 4.7423868 |
| Median Absolute Deviation (MAD) | 2.4 |
| Skewness | 1.1402426 |
| Sum | 1152.4 |
| Variance | 17.257659 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1.1 | 8 | 3.3% |
| 1.2 | 7 | 2.9% |
| 0.4 | 5 | 2.1% |
| 5.6 | 5 | 2.1% |
| 4.7 | 5 | 2.1% |
| 5.2 | 5 | 2.1% |
| 2.8 | 5 | 2.1% |
| 1.5 | 5 | 2.1% |
| 1 | 5 | 2.1% |
| 1.3 | 4 | 1.6% |
| Other values (96) | 189 |
| Value | Count | Frequency (%) |
| 0 | 4 | |
| 0.1 | 4 | |
| 0.2 | 4 | |
| 0.3 | 3 | |
| 0.4 | 5 | |
| 0.5 | 2 | 0.8% |
| 0.6 | 4 | |
| 0.7 | 4 | |
| 0.8 | 3 | |
| 0.9 | 2 | 0.8% |
| Value | Count | Frequency (%) |
| 19 | 1 | |
| 18.5 | 1 | |
| 17.2 | 1 | |
| 16.6 | 1 | |
| 16 | 1 | |
| 15.7 | 2 | |
| 15.5 | 1 | |
| 14.3 | 1 | |
| 14.2 | 1 | |
| 13.8 | 2 |
BUI
Real number (ℝ)
High correlation
| Distinct | 173 |
|---|---|
| Distinct (%) | 71.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16.690535 |
| Minimum | 1.1 |
|---|---|
| Maximum | 68 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.0 KiB |
Quantile statistics
| Minimum | 1.1 |
|---|---|
| 5-th percentile | 2.42 |
| Q1 | 6 |
| median | 12.4 |
| Q3 | 22.65 |
| 95-th percentile | 46.4 |
| Maximum | 68 |
| Range | 66.9 |
| Interquartile range (IQR) | 16.65 |
Descriptive statistics
| Standard deviation | 14.228421 |
|---|---|
| Coefficient of variation (CV) | 0.85248443 |
| Kurtosis | 1.9560166 |
| Mean | 16.690535 |
| Median Absolute Deviation (MAD) | 7.3 |
| Skewness | 1.4527448 |
| Sum | 4055.8 |
| Variance | 202.44797 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 3 | 5 | 2.1% |
| 5.1 | 4 | 1.6% |
| 10.9 | 3 | 1.2% |
| 4.4 | 3 | 1.2% |
| 3.9 | 3 | 1.2% |
| 11.5 | 3 | 1.2% |
| 2.9 | 3 | 1.2% |
| 8.3 | 3 | 1.2% |
| 14.2 | 3 | 1.2% |
| 2.4 | 3 | 1.2% |
| Other values (163) | 210 |
| Value | Count | Frequency (%) |
| 1.1 | 1 | 0.4% |
| 1.4 | 2 | |
| 1.6 | 2 | |
| 1.7 | 2 | |
| 1.8 | 2 | |
| 2.2 | 1 | 0.4% |
| 2.4 | 3 | |
| 2.6 | 2 | |
| 2.7 | 2 | |
| 2.8 | 2 |
| Value | Count | Frequency (%) |
| 68 | 1 | |
| 67.4 | 1 | |
| 64 | 1 | |
| 62.9 | 1 | |
| 59.5 | 1 | |
| 59.3 | 1 | |
| 57.1 | 1 | |
| 54.9 | 1 | |
| 54.7 | 1 | |
| 50.9 | 1 |
FWI
Real number (ℝ)
High correlation Zeros
| Distinct | 125 |
|---|---|
| Distinct (%) | 51.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.0353909 |
| Minimum | 0 |
|---|---|
| Maximum | 31.1 |
| Zeros | 9 |
| Zeros (%) | 3.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.1 |
| Q1 | 0.7 |
| median | 4.2 |
| Q3 | 11.45 |
| 95-th percentile | 21.53 |
| Maximum | 31.1 |
| Range | 31.1 |
| Interquartile range (IQR) | 10.75 |
Descriptive statistics
| Standard deviation | 7.4405677 |
|---|---|
| Coefficient of variation (CV) | 1.0575912 |
| Kurtosis | 0.65498526 |
| Mean | 7.0353909 |
| Median Absolute Deviation (MAD) | 3.8 |
| Skewness | 1.1475925 |
| Sum | 1709.6 |
| Variance | 55.362048 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.4 | 12 | 4.9% |
| 0.8 | 10 | 4.1% |
| 0.5 | 9 | 3.7% |
| 0 | 9 | 3.7% |
| 0.1 | 9 | 3.7% |
| 0.3 | 8 | 3.3% |
| 0.9 | 7 | 2.9% |
| 0.2 | 6 | 2.5% |
| 0.7 | 5 | 2.1% |
| 0.6 | 4 | 1.6% |
| Other values (115) | 164 |
| Value | Count | Frequency (%) |
| 0 | 9 | |
| 0.1 | 9 | |
| 0.2 | 6 | |
| 0.3 | 8 | |
| 0.4 | 12 | |
| 0.5 | 9 | |
| 0.6 | 4 | 1.6% |
| 0.7 | 5 | |
| 0.8 | 10 | |
| 0.9 | 7 |
| Value | Count | Frequency (%) |
| 31.1 | 1 | |
| 30.3 | 1 | |
| 30.2 | 1 | |
| 30 | 1 | |
| 26.9 | 1 | |
| 26.3 | 1 | |
| 26.1 | 1 | |
| 25.4 | 1 | |
| 24.5 | 1 | |
| 24 | 1 |
Classes
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.0 KiB |
| fire | |
|---|---|
| not fire |
Length
| Max length | 8 |
|---|---|
| Median length | 4 |
| Mean length | 5.744856 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | not fire |
|---|---|
| 2nd row | not fire |
| 3rd row | not fire |
| 4th row | not fire |
| 5th row | not fire |
Common Values
| Value | Count | Frequency (%) |
| fire | 137 | |
| not fire | 106 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| fire | 243 | |
| not | 106 |
Most occurring characters
| Value | Count | Frequency (%) |
| f | 243 | |
| i | 243 | |
| r | 243 | |
| e | 243 | |
| n | 106 | |
| o | 106 | |
| t | 106 | |
| 106 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1396 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| f | 243 | |
| i | 243 | |
| r | 243 | |
| e | 243 | |
| n | 106 | |
| o | 106 | |
| t | 106 | |
| 106 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1396 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| f | 243 | |
| i | 243 | |
| r | 243 | |
| e | 243 | |
| n | 106 | |
| o | 106 | |
| t | 106 | |
| 106 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1396 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| f | 243 | |
| i | 243 | |
| r | 243 | |
| e | 243 | |
| n | 106 | |
| o | 106 | |
| t | 106 | |
| 106 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 122 | |
| 1 | 121 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 122 | |
| 1 | 121 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 122 | |
| 1 | 121 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 243 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 122 | |
| 1 | 121 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 243 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 122 | |
| 1 | 121 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 243 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 122 | |
| 1 | 121 |
Interactions
Correlations
| BUI | Classes | DC | DMC | FFMC | FWI | ISI | RH | Rain | Temperature | Ws | day | month | region | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| BUI | 1.000 | 0.726 | 0.943 | 0.988 | 0.807 | 0.911 | 0.811 | -0.467 | -0.576 | 0.586 | 0.027 | 0.517 | 0.326 | 0.000 |
| Classes | 0.726 | 1.000 | 0.621 | 0.693 | 0.911 | 0.861 | 0.882 | 0.407 | 0.347 | 0.500 | 0.137 | 0.231 | 0.340 | 0.140 |
| DC | 0.943 | 0.621 | 1.000 | 0.893 | 0.735 | 0.849 | 0.746 | -0.347 | -0.612 | 0.505 | 0.060 | 0.480 | 0.281 | 0.080 |
| DMC | 0.988 | 0.693 | 0.893 | 1.000 | 0.822 | 0.916 | 0.822 | -0.505 | -0.559 | 0.611 | 0.001 | 0.503 | 0.330 | 0.115 |
| FFMC | 0.807 | 0.911 | 0.735 | 0.822 | 1.000 | 0.968 | 0.989 | -0.665 | -0.741 | 0.666 | -0.067 | 0.251 | 0.260 | 0.213 |
| FWI | 0.911 | 0.861 | 0.849 | 0.916 | 0.968 | 1.000 | 0.975 | -0.598 | -0.718 | 0.657 | 0.034 | 0.347 | 0.271 | 0.092 |
| ISI | 0.811 | 0.882 | 0.746 | 0.822 | 0.989 | 0.975 | 1.000 | -0.643 | -0.738 | 0.648 | 0.032 | 0.239 | 0.245 | 0.242 |
| RH | -0.467 | 0.407 | -0.347 | -0.505 | -0.665 | -0.598 | -0.643 | 1.000 | 0.179 | -0.643 | 0.201 | -0.090 | 0.223 | 0.421 |
| Rain | -0.576 | 0.347 | -0.612 | -0.559 | -0.741 | -0.718 | -0.738 | 0.179 | 1.000 | -0.293 | 0.011 | -0.170 | 0.089 | 0.082 |
| Temperature | 0.586 | 0.500 | 0.505 | 0.611 | 0.666 | 0.657 | 0.648 | -0.643 | -0.293 | 1.000 | -0.224 | 0.123 | 0.391 | 0.316 |
| Ws | 0.027 | 0.137 | 0.060 | 0.001 | -0.067 | 0.034 | 0.032 | 0.201 | 0.011 | -0.224 | 1.000 | 0.071 | 0.122 | 0.262 |
| day | 0.517 | 0.231 | 0.480 | 0.503 | 0.251 | 0.347 | 0.239 | -0.090 | -0.170 | 0.123 | 0.071 | 1.000 | 0.000 | 0.000 |
| month | 0.326 | 0.340 | 0.281 | 0.330 | 0.260 | 0.271 | 0.245 | 0.223 | 0.089 | 0.391 | 0.122 | 0.000 | 1.000 | 0.000 |
| region | 0.000 | 0.140 | 0.080 | 0.115 | 0.213 | 0.092 | 0.242 | 0.421 | 0.082 | 0.316 | 0.262 | 0.000 | 0.000 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
Sample
| day | month | year | Temperature | RH | Ws | Rain | FFMC | DMC | DC | ISI | BUI | FWI | Classes | region | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | 6 | 2012 | 29 | 57 | 18 | 0.0 | 65.7 | 3.4 | 7.6 | 1.3 | 3.4 | 0.5 | not fire | 0 |
| 1 | 2 | 6 | 2012 | 29 | 61 | 13 | 1.3 | 64.4 | 4.1 | 7.6 | 1.0 | 3.9 | 0.4 | not fire | 0 |
| 2 | 3 | 6 | 2012 | 26 | 82 | 22 | 13.1 | 47.1 | 2.5 | 7.1 | 0.3 | 2.7 | 0.1 | not fire | 0 |
| 3 | 4 | 6 | 2012 | 25 | 89 | 13 | 2.5 | 28.6 | 1.3 | 6.9 | 0.0 | 1.7 | 0.0 | not fire | 0 |
| 4 | 5 | 6 | 2012 | 27 | 77 | 16 | 0.0 | 64.8 | 3.0 | 14.2 | 1.2 | 3.9 | 0.5 | not fire | 0 |
| 5 | 6 | 6 | 2012 | 31 | 67 | 14 | 0.0 | 82.6 | 5.8 | 22.2 | 3.1 | 7.0 | 2.5 | fire | 0 |
| 6 | 7 | 6 | 2012 | 33 | 54 | 13 | 0.0 | 88.2 | 9.9 | 30.5 | 6.4 | 10.9 | 7.2 | fire | 0 |
| 7 | 8 | 6 | 2012 | 30 | 73 | 15 | 0.0 | 86.6 | 12.1 | 38.3 | 5.6 | 13.5 | 7.1 | fire | 0 |
| 8 | 9 | 6 | 2012 | 25 | 88 | 13 | 0.2 | 52.9 | 7.9 | 38.8 | 0.4 | 10.5 | 0.3 | not fire | 0 |
| 9 | 10 | 6 | 2012 | 28 | 79 | 12 | 0.0 | 73.2 | 9.5 | 46.3 | 1.3 | 12.6 | 0.9 | not fire | 0 |
| day | month | year | Temperature | RH | Ws | Rain | FFMC | DMC | DC | ISI | BUI | FWI | Classes | region | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 233 | 21 | 9 | 2012 | 35 | 34 | 17 | 0.0 | 92.2 | 23.6 | 97.3 | 13.8 | 29.4 | 21.6 | fire | 1 |
| 234 | 22 | 9 | 2012 | 33 | 64 | 13 | 0.0 | 88.9 | 26.1 | 106.3 | 7.1 | 32.4 | 13.7 | fire | 1 |
| 235 | 23 | 9 | 2012 | 35 | 56 | 14 | 0.0 | 89.0 | 29.4 | 115.6 | 7.5 | 36.0 | 15.2 | fire | 1 |
| 236 | 24 | 9 | 2012 | 26 | 49 | 6 | 2.0 | 61.3 | 11.9 | 28.1 | 0.6 | 11.9 | 0.4 | not fire | 1 |
| 237 | 25 | 9 | 2012 | 28 | 70 | 15 | 0.0 | 79.9 | 13.8 | 36.1 | 2.4 | 14.1 | 3.0 | not fire | 1 |
| 238 | 26 | 9 | 2012 | 30 | 65 | 14 | 0.0 | 85.4 | 16.0 | 44.5 | 4.5 | 16.9 | 6.5 | fire | 1 |
| 239 | 27 | 9 | 2012 | 28 | 87 | 15 | 4.4 | 41.1 | 6.5 | 8.0 | 0.1 | 6.2 | 0.0 | not fire | 1 |
| 240 | 28 | 9 | 2012 | 27 | 87 | 29 | 0.5 | 45.9 | 3.5 | 7.9 | 0.4 | 3.4 | 0.2 | not fire | 1 |
| 241 | 29 | 9 | 2012 | 24 | 54 | 18 | 0.1 | 79.7 | 4.3 | 15.2 | 1.7 | 5.1 | 0.7 | not fire | 1 |
| 242 | 30 | 9 | 2012 | 24 | 64 | 15 | 0.2 | 67.3 | 3.8 | 16.5 | 1.2 | 4.8 | 0.5 | not fire | 1 |